A. Amini

Most-cited papers

Analysis of spectral clustering algorithms for community detection: the general bipartite setting
Zhixin Zhou, A. Amini
2018Journal of machine learning research119 citations
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Variable Importance Using Decision Trees
S. J. Kazemitabar, A. Amini, Adam E. Bloniarz, A. Talwalkar
2017Neural Information Processing Systems94 citations
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Hierarchical Stochastic Block Model for Community Detection in Multiplex Networks
M. Paez, A. Amini, Li-Zhen Lin
2019Bayesian Analysis46 citations Open access
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YOLOPose: Transformer-based Multi-Object 6D Pose Estimation using Keypoint Regression
A. Amini, Arul Selvam Periyasamy, Sven Behnke
2022Annual Meeting of the IEEE Industry Applications Society41 citations Open access
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Compressive Sensing-Based Pilot Design for Sparse Channel Estimation in OFDM Systems
R. Mohammadian, A. Amini, B. Khalaj
2017IEEE Communications Letters41 citations
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A Tree-Structured LoRa Network for Energy Efficiency
Yas Hosseini Tehrani, A. Amini, S. M. Atarodi
2021IEEE Internet of Things Journal39 citations
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T6D-Direct: Transformers for Multi-Object 6D Pose Direct Regression
A. Amini, Arul Selvam Periyasamy, Sven Behnke
2021German Conference on Pattern Recognition38 citations Open access
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Carleman Linearization of Nonlinear Systems and Its Finite-Section Approximations
A. Amini, Cong Zheng, Qi-Yu Sun, Nader Motee
2022Discrete and Continuous Dynamical Systems - B37 citations Open access
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Optimizing Regularized Cholesky Score for Order-Based Learning of Bayesian Networks
Qiaoling Ye, A. Amini, Qing Zhou
2019IEEE Transactions on Pattern Analysis and Machine Intelligence36 citations Open access
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Federated Learning of Generalized Linear Causal Networks
Qiaoling Ye, A. Amini, Qing Zhou
2022IEEE Transactions on Pattern Analysis and Machine Intelligence34 citations Open access
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Optimal Bipartite Network Clustering
Zhixin Zhou, A. Amini
2018Journal of machine learning research34 citations
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Existence and Continuity of Differential Entropy for a Class of Distributions
Hamid Ghourchian, A. Gohari, A. Amini
2017IEEE Communications Letters32 citations Open access
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Globally optimal score-based learning of directed acyclic graphs in high-dimensions
Bryon Aragam, A. Amini, Qing Zhou
2019Neural Information Processing Systems28 citations
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Reconstruction of Binary Shapes From Blurred Images via Hankel-Structured Low-Rank Matrix Recovery
Saeed Razavikia, A. Amini, Sajad Daei
2019IEEE Transactions on Image Processing26 citations
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Deterministic Pilot Design for Sparse Channel Estimation in MISO/Multi-User OFDM Systems
R. Mohammadian, A. Amini, B. Khalaj
2017IEEE Transactions on Wireless Communications26 citations
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Antenna Placement in a Compressive Sensing-Based Colocated MIMO Radar
A. Ajorloo, A. Amini, Ehsan Tohidi, M. Bastani +1 more
2020IEEE Transactions on Aerospace and Electronic Systems25 citations Open access
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Matched bipartite block model with covariates
Zahra S. Razaee, A. Amini, J. Li
2017Journal of machine learning research24 citations
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On the properties of the toxicity index and its statistical efficiency
Zahra S. Razaee, A. Amini, M. Diniz, M. Tighiouart +2 more
2020Statistics in Medicine19 citations Open access
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A Compressive Sensing-Based Colocated MIMO Radar Power Allocation and Waveform Design
A. Ajorloo, A. Amini, M. Bastani
2018IEEE Sensors Journal19 citations
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Carleman State Feedback Control Design of a Class of Nonlinear Control Systems
A. Amini, Qi-Yu Sun, Nader Motee
2019IFAC-PapersOnLine17 citations Open access
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Exploiting Prior Information in Block-Sparse Signals
Sajad Daei, F. Haddadi, A. Amini
2018IEEE Transactions on Signal Processing17 citations Open access
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Bayesian community detection for networks with covariates
Luyi W. Shen, A. Amini, Nathaniel Josephs, Li-Zhen Lin
2022Bayesian Analysis16 citations Open access
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Submitted to the Annals of Statistics CONCENTRATION OF KERNEL MATRICES WITH APPLICATION TO KERNEL SPECTRAL CLUSTERING By Arash
A. Amini, Zahra S. Razaee
202015 citations
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On the Error in Phase Transition Computations for Compressed Sensing
Sajad Daei, F. Haddadi, A. Amini, M. Lotz
2018IEEE Transactions on Information Theory15 citations Open access
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Living Near the Edge: A Lower-Bound on the Phase Transition of Total Variation Minimization
Sajad Daei, F. Haddadi, A. Amini
2019IEEE Transactions on Information Theory14 citations Open access
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Real-time Pose Estimation from Images for Multiple Humanoid Robots
A. Amini, Hafez Farazi, Sven Behnke
2021Robot Soccer World Cup13 citations Open access
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UWB orthogonal pulse design using Sturm-Liouville boundary value problem
A. Amini, Peyman Mohajerin Esfahani, M. Ghavami, F. Marvasti
2019Signal Processing13 citations Open access
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Approximate Optimal Control Design for a Class of Nonlinear Systems by Lifting Hamilton-Jacobi-Bellman Equation
A. Amini, Qi-Yu Sun, Nader Motee
2020American Control Conference12 citations
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Adjusted chi-square test for degree-corrected block models
Linfan Zhang, A. Amini
2020Annals of Statistics12 citations Open access
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No-Reference Image Quality Assessment using Transfer Learning
Hatef Otroshi-Shahreza, A. Amini, H. Behroozi
2018International Symposium on Telecommunications12 citations
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A Joint Scheme of Antenna Placement and Power Allocation in a Compressive-Sensing-Based Colocated MIMO Radar
A. Ajorloo, A. Amini, R. Amiri
2022IEEE Sensors Letters11 citations
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Separation of Nonlinearly Mixed Sources Using End-to-End Deep Neural Networks
H. Zamani, Saeed Razavikia, Hatef Otroshi-Shahreza, A. Amini
2020IEEE Signal Processing Letters11 citations
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Low Rank and Sparse Decomposition for Image and Video Applications
Nematollah Zarmehi, A. Amini, F. Marvasti
2020IEEE transactions on circuits and systems for video technology (Print)11 citations
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Quadratization of Hamilton-Jacobi-Bellman Equation for Near-Optimal Control of Nonlinear Systems
A. Amini, Qi-Yu Sun, Nader Motee
2020IEEE Conference on Decision and Control11 citations
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Sample Complexity of Total Variation Minimization
Sajad Daei, F. Haddadi, A. Amini
2018IEEE Signal Processing Letters11 citations Open access
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Spectrally-truncated kernel ridge regression and its free lunch
A. Amini
2019Electronic Journal of Statistics9 citations Open access
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Nested stochastic block model for simultaneously clustering networks and nodes
Nathaniel Josephs, A. Amini, M. Paez, Li-Zhen Lin
2023arXiv.org8 citations Open access
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Label consistency in overfitted generalized $k$-means
Linfan Zhang, A. Amini
2021Neural Information Processing Systems8 citations
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Random Sampling With Iterative Recovery for Millimeter-Wave Imaging Systems
H. Zamani, M. Fakharzadeh, A. Amini, F. Marvasti
2020IEEE Transactions on Circuits and Systems - II - Express Briefs8 citations
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Optimal Weighted Low-rank Matrix Recovery with Subspace Prior Information
Sajad Daei, A. Amini, F. Haddadi
20188 citations
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Distribution-Aware Block-Sparse Recovery via Convex Optimization
Sajad Daei, F. Haddadi, A. Amini
2018IEEE Signal Processing Letters8 citations Open access
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A non-linear mapping representing human action recognition under missing modality problem in video data
Aidin Gharahdaghi, F. Razzazi, A. Amini
2021Measurement7 citations
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Joint Compensation of Jitter Noise and Time-Shift Errors in Multichannel Sampling System
Hesam Araghi, M. Akhaee, A. Amini
2019IEEE Transactions on Instrumentation and Measurement7 citations
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No-Reference Video Quality Assessment using Recurrent Neural Networks
Hatef Otroshi Shahreza, A. Amini, H. Behroozi
20192019 5th Iranian Conference on Signal Processing and Intelligent Systems (ICSPIS)7 citations
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Sampling and Recovery of Binary Shapes via Low-Rank structures
Saeed Razavikia, H. Zamani, A. Amini
2019International Conference on Sampling Theory and Applications7 citations
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On perfectness in Gaussian graphical models
A. Amini, Bryon Aragam, Qing Zhou
2019International Conference on Artificial Intelligence and Statistics7 citations
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Generalized Autoregressive Linear Models for Discrete High-Dimensional Data
Parthe Pandit, Mojtaba Sahraee-Ardakan, A. Amini, Sundeep Rangan +1 more
2020IEEE Journal on Selected Areas in Information Theory6 citations Open access
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Ellipse Recovery From Blurred Binary Images
H. Zamani, A. Amini
2020IEEE Transactions on Image Processing6 citations Open access
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Exact slice sampler for Hierarchical Dirichlet Processes
A. Amini, M. Paez, Li-Zhen Lin, Zahra S. Razaee
2019arXiv.org6 citations
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Fast methods for recovering sparse parameters in linear low rank models
Ashkan Esmaeili, A. Amini, F. Marvasti
2016IEEE Global Conference on Signal and Information Processing6 citations Open access
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